{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b96fd142",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from pylab import mpl                 \n",
    "from sklearn.metrics import mean_squared_error\n",
    "from math import sqrt\n",
    "# x轴太多，使用这个可以指定显示的个数\n",
    "import matplotlib.ticker as ticker\n",
    "#字体更改后,会导致坐标轴中的部分字符无法正常显示,这时需要更改axes.unicode_minus参数\n",
    "mpl.rcParams['axes.unicode_minus']=False      #设置正常显示符号\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f7a9951d",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('风力发电量数据（csv版）.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ed861d7f",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('风力发电量数据（csv版）.csv', nrows=8544)#确定数据集范围\n",
    "\n",
    "df['days'] = pd.to_datetime(df[\"Datetime\"]).dt.strftime(\"%Y年%m月%d日\")\n",
    "# df['month'] = pd.to_datetime(df[\"Datetime\"]).dt.strftime(\"%Y/%m\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "fb2a6b1e",
   "metadata": {},
   "outputs": [],
   "source": [
    "train = df[0:8386]\n",
    "test = df[8385:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1c78dc21",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_days_df = train.groupby(by=\"days\").agg({\"Wind_kWh\":\"mean\"})\n",
    "\n",
    "test_days_df = test.groupby(by=\"days\").agg({\"Wind_kWh\":\"mean\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e109604b",
   "metadata": {},
   "outputs": [],
   "source": [
    "mpl.rcParams['font.sans-serif']=['SimHei']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "931fc6d4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-7-25b1c863393e>:5: MatplotlibDeprecationWarning: Adding an axes using the same arguments as a previous axes currently reuses the earlier instance.  In a future version, a new instance will always be created and returned.  Meanwhile, this warning can be suppressed, and the future behavior ensured, by passing a unique label to each axes instance.\n",
      "  days_ax = plt.subplot()\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制天折线图\n",
    "plt.figure(figsize=(20,10))\n",
    "# 设置x轴只显示 15 个\n",
    "plt.gca().xaxis.set_major_locator(ticker.MultipleLocator(15))\n",
    "days_ax = plt.subplot()\n",
    "days_ax.plot(train_days_df.index.tolist(), train_days_df[\"Wind_kWh\"])\n",
    "days_ax.plot(test_days_df.index.tolist(), test_days_df[\"Wind_kWh\"])\n",
    "days_ax.set_title('2KW水平轴永磁同步发电机发电量趋势图')\n",
    "days_ax.set_xlabel('时间（天）')\n",
    "days_ax.set_ylabel('发电量(KWh)')\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fce3d7df",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "68be9020",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "26bd0d71",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e2f4c326",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
